

AI is changing how the world communicates. But for millions of people who speak marginalized languages, it’s creating a new kind of exclusion.
Help us build responsible AI that speaks every language
Right now, as artificial intelligence reshapes how we interact with one another, millions of people are being left behind. They speak languages that technology doesn’t understand, cutting them off from healthcare, education, and crisis support when they need it most.
As large language models advance rapidly, many translators and interpreters are sadly watching their roles disappear. We know that when human expertise is pushed aside, it’s the most vulnerable who suffer.
Our solution: an AI that safeguards language rights
With Translators without Borders as our foundation. CLEAR Global is building a different kind of future. We create AI tools that are:
Why human expertise matters
Linguists bring cultural nuance and empathy that machines cannot replicate. Without human insight and oversight, AI risks creating harm and reinforcing bias. Human skills are vital to making technology ethical.
Access to information in one’s own language is a universal right. Everyone deserves to be heard. Translation saves lives, preserves dignity and strengthens communities.
An urgent need
AI is moving fast. If we don’t act now, it will leave millions behind.
The combination of shrinking budgets for humanitarian aid and the gap of language data in this AI boom means innovative tools are not created for people who speak marginalized languages. We’re at a pivotal moment: ensuring AI includes everyone must happen now, as we stand at the beginning of a transformation that will create a radically different world within the next decade. The decisions we make today will determine whether that future includes all voices or leaves millions behind.
can translate 250 words of key messages for a new emergency context in a language and a format that people understand.
can record an audio version of a translation to help less literate communities understand information.
can help train a field worker on interpreting during a humanitarian crisis.
Your impact
4 billion people speak marginalized languages that need your support
Tools that save lives in climate disasters, conflict zones and health emergencies
Ethical AI systems built to create a better world
Human-centered linguistic skills are essential to building responsible AI and ensuring that marginalized voices are heard, understood, and protected.


You can also align your organization with responsible AI leadership by becoming a CLEAR Global sponsor.
Questions? Contact us at fundraising@clearglobal.org
CLEAR Global is a registered nonprofit. Your donation is tax deductible in the USA and Ireland, and it may be tax deductible in other locations too.